Deep learning identifies brain structures that predict cognition and explain heterogeneity in cognitive aging.
Krishnakant V. SabooChang HuYogatheesan VaratharajahScott A. PrzybelskiRobert I. ReidChristopher G. SchwarzJonathan Graff-RadfordDavid S. KnopmanMary M. MachuldaMichelle M. MielkeRonald C. PetersenPaul M. ArnoldGregory A. WorrellDavid T. JonesClifford R. Jack Jr.Ravishankar K. IyerPrashanthi VemuriPublished in: NeuroImage (2022)
Keyphrases
- deep learning
- brain structures
- mental models
- information processing
- human brain
- magnetic resonance images
- mr images
- medical image analysis
- unsupervised learning
- medical imaging
- quantitative analysis
- shape analysis
- machine learning
- anatomical structures
- medical images
- shape variations
- learning strategies
- weakly supervised
- decision making
- higher order
- decision trees
- image segmentation
- face recognition
- viewpoint
- image analysis
- x ray